Persistent hyperglycemia in pancreatic islets induces ROS accumulation, leading to elevated thioredoxin-interacting protein (TXNIP), activation of the NLRP3 inflammasome, and induction of caspase-1-dependent IL-1β maturation. The gene discussed is TXNIP; the disease is Hyperglycemia.